The AI industry is in its railroad boom era. Hundreds of startups are racing to build the flashiest demos and capture market share before consolidation. But just as railroads weren't the technology that transformed industries, the technology that transforms industries won't be the trains themselves. It will be the tracks: the compliance standards, monitoring systems, multi-model architectures, and operational support that make AI reliable enough for enterprise adoption.